.. _f-onnxgradientop: module ``onnx_conv.onnx_ops.onnx_gradient_op`` ============================================== .. inheritance-diagram:: mlprodict.onnx_conv.onnx_ops.onnx_gradient_op Short summary +++++++++++++ module ``mlprodict.onnx_conv.onnx_ops.onnx_gradient_op`` Custom operators for gradient numbers. :githublink:`%|py|5` Classes +++++++ +------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------+ | class | truncated documentation | +==================================================================================================================+=========================================================================================================================+ | :class:`OnnxBroadcastGradientArgs_1 ` | Defines a custom operator for BroadcastGradientArgs. Returns the reduction axes for computing gradients of s0 op s1 ... | +------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------+ | :class:`OnnxBroadcastGradientArgs_1 ` | Defines a custom operator for BroadcastGradientArgs. Returns the reduction axes for computing gradients of s0 op s1 ... | +------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------+ | :class:`OnnxFusedMatMul_1 ` | MatMul and Gemm without a C. | +------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------+ | :class:`OnnxFusedMatMul_1 ` | MatMul and Gemm without a C. | +------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------+ | :class:`OnnxSoftmaxGrad_13 ` | Gradient of Softmax. SoftmaxGrad computes :math:`Y * ( dY - ReduceSum(Y * dY))`. ONNX does not have a dot product, ... | +------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------+ | :class:`OnnxSoftmaxGrad_13 ` | Gradient of Softmax. SoftmaxGrad computes :math:`Y * ( dY - ReduceSum(Y * dY))`. ONNX does not have a dot product, ... | +------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------+ | :class:`OnnxYieldOp_1 ` | Defines a custom operator for YieldOp. | +------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------+ | :class:`OnnxYieldOp_1 ` | Defines a custom operator for YieldOp. | +------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------+ Properties ++++++++++ +-------------------------------------------------------------------------------------------------------------+----------------------------------+ | property | truncated documentation | +=============================================================================================================+==================================+ | :meth:`onnx_prefix ` | | +-------------------------------------------------------------------------------------------------------------+----------------------------------+ | :meth:`onnx_prefix ` | | +-------------------------------------------------------------------------------------------------------------+----------------------------------+ | :meth:`onnx_prefix ` | | +-------------------------------------------------------------------------------------------------------------+----------------------------------+ | :meth:`onnx_prefix ` | | +-------------------------------------------------------------------------------------------------------------+----------------------------------+ | :meth:`onnx_prefix ` | | +-------------------------------------------------------------------------------------------------------------+----------------------------------+ | :meth:`onnx_prefix ` | | +-------------------------------------------------------------------------------------------------------------+----------------------------------+ | :meth:`onnx_prefix ` | | +-------------------------------------------------------------------------------------------------------------+----------------------------------+ | :meth:`onnx_prefix ` | | +-------------------------------------------------------------------------------------------------------------+----------------------------------+ | :meth:`outputs ` | Returns the outputs of the node. | +-------------------------------------------------------------------------------------------------------------+----------------------------------+ | :meth:`outputs ` | Returns the outputs of the node. | +-------------------------------------------------------------------------------------------------------------+----------------------------------+ | :meth:`outputs ` | Returns the outputs of the node. | +-------------------------------------------------------------------------------------------------------------+----------------------------------+ | :meth:`outputs ` | Returns the outputs of the node. | +-------------------------------------------------------------------------------------------------------------+----------------------------------+ | :meth:`outputs ` | Returns the outputs of the node. | +-------------------------------------------------------------------------------------------------------------+----------------------------------+ | :meth:`outputs ` | Returns the outputs of the node. | +-------------------------------------------------------------------------------------------------------------+----------------------------------+ | :meth:`outputs ` | Returns the outputs of the node. | +-------------------------------------------------------------------------------------------------------------+----------------------------------+ | :meth:`outputs ` | Returns the outputs of the node. | +-------------------------------------------------------------------------------------------------------------+----------------------------------+ Methods +++++++ +----------------------------------------------------------------------------------------------------------+-------------------------+ | method | truncated documentation | +==========================================================================================================+=========================+ | :py:meth:`__init__ ` | | +----------------------------------------------------------------------------------------------------------+-------------------------+ | :py:meth:`__init__ ` | | +----------------------------------------------------------------------------------------------------------+-------------------------+ | :py:meth:`__init__ ` | | +----------------------------------------------------------------------------------------------------------+-------------------------+ | :py:meth:`__init__ ` | | +----------------------------------------------------------------------------------------------------------+-------------------------+ | :py:meth:`__init__ ` | | +----------------------------------------------------------------------------------------------------------+-------------------------+ | :py:meth:`__init__ ` | | +----------------------------------------------------------------------------------------------------------+-------------------------+ | :py:meth:`__init__ ` | | +----------------------------------------------------------------------------------------------------------+-------------------------+ | :py:meth:`__init__ ` | | +----------------------------------------------------------------------------------------------------------+-------------------------+ Documentation +++++++++++++ .. automodule:: mlprodict.onnx_conv.onnx_ops.onnx_gradient_op :members: :special-members: __init__ :show-inheritance: